Documentation

Technical Guides & References

Open knowledge from our engineering team. Architecture guides, code patterns, infrastructure templates, and security playbooks.

AI Automation

Guides for building automation workflows with n8n, deploying AI bots, and managing ML pipelines.

Setup, configuration, and your first production workflow.

Architecture patterns for conversational AI with LangChain and GPT-4.

Data ingestion, feature engineering, model training, and deployment.

How to test and monitor automated workflows in production.

Engineering standards, code patterns, and architecture guides used across Vithon projects.

Project structure, routing patterns, and server component strategies.

Type safety patterns, generic utilities, and error handling standards.

RESTful API conventions, versioning, authentication, and error responses.

PostgreSQL patterns, indexing strategies, and migration workflows.

Infrastructure-as-code templates, CI/CD pipelines, and cloud optimization playbooks.

Right-sizing, reserved instances, spot fleets, and FinOps practices.

Reusable IaC modules for common AWS and GCP infrastructure patterns.

Cluster setup, Helm charts, monitoring, and scaling strategies.

GitHub Actions and GitLab CI templates for common deployment workflows.

Zero-trust implementation guides, compliance checklists, and security testing procedures.

Network segmentation, identity verification, and least-privilege access.

Step-by-step preparation guide for SOC 2 Type II certification.

Our approach to web app, API, and infrastructure security testing.

Detection, containment, eradication, and recovery procedures.

We create tailored technical documentation and runbooks for your team as part of every engagement.